Mohamad Bader AA #14
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| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 0, | ||
| "metadata": { | ||
| "application/vnd.databricks.v1+cell": { | ||
| "cellMetadata": {}, | ||
| "finishTime": 1785326358620, | ||
| "inputWidgets": {}, | ||
| "nuid": "ff04faac-5cf0-4fe7-bfcd-6abc9f8f2a16", | ||
| "showTitle": false, | ||
| "startTime": 1785326358084, | ||
| "submitTime": 1785326357672, | ||
| "tableResultSettingsMap": {}, | ||
| "title": "" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from pyspark.sql import functions as F\n", | ||
| "\n", | ||
| "trips = spark.read.table(\"hyf.nyc_yellow.raw_trips\")\n", | ||
| "zones = spark.read.table(\"hyf.nyc_yellow.raw_zones\").select(\n", | ||
| " \"location_id\",\n", | ||
| " \"borough\",\n", | ||
| ")" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 0, | ||
| "metadata": { | ||
| "application/vnd.databricks.v1+cell": { | ||
| "cellMetadata": { | ||
| "byteLimit": 2048000, | ||
| "rowLimit": 10000 | ||
| }, | ||
| "finishTime": 1785327406693, | ||
| "inputWidgets": {}, | ||
| "nuid": "78a135c8-e36c-4292-babd-f6d97f97cd5c", | ||
| "showTitle": false, | ||
| "startTime": 1785327404237, | ||
| "submitTime": 1785327403902, | ||
| "tableResultSettingsMap": {}, | ||
| "title": "" | ||
| } | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "output_type": "stream", | ||
| "name": "stdout", | ||
| "output_type": "stream", | ||
| "text": [ | ||
| "+---------+----------+\n| borough|trip_count|\n+---------+----------+\n|Manhattan| 112028489|\n+---------+----------+\nonly showing top 1 row\n" | ||
| ] | ||
| } | ||
| ], | ||
| "source": [ | ||
| "borough_counts = (\n", | ||
| " trips\n", | ||
| " .join(zones, trips.pickup_location_id == zones.location_id)\n", | ||
| " .groupBy(\"borough\")\n", | ||
| " .agg(F.count(\"*\").alias(\"trip_count\"))\n", | ||
| " .orderBy(F.col(\"trip_count\").desc())\n", | ||
| ")\n", | ||
| "\n", | ||
| "borough_counts.show(1)" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "application/vnd.databricks.v1+notebook": { | ||
| "computePreferences": null, | ||
| "dashboards": [], | ||
| "environmentMetadata": { | ||
| "base_environment": "", | ||
| "environment_version": "5" | ||
| }, | ||
| "inputWidgetPreferences": null, | ||
| "language": "python", | ||
| "notebookMetadata": { | ||
| "mostRecentlyExecutedCommandWithImplicitDF": { | ||
| "commandId": -1, | ||
| "dataframes": [ | ||
| "_sqldf" | ||
| ] | ||
| }, | ||
| "pythonIndentUnit": 4 | ||
| }, | ||
| "notebookName": "New Notebook 2026-07-29 13:54:03", | ||
| "widgets": {} | ||
| }, | ||
| "language_info": { | ||
| "name": "python" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 0 | ||
| } |
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| Original file line number | Diff line number | Diff line change |
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| # dbt | ||
| target/ | ||
| dbt_packages/ | ||
| logs/ | ||
| profiles.yml | ||
| .user.yml | ||
|
|
||
| # System files | ||
| .DS_Store | ||
| Thumbs.db | ||
| [Dd]esktop.ini | ||
|
|
||
| # hyf | ||
| .hyf/score.json | ||
|
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||
| # Editor and IDE settings | ||
| .vscode/ | ||
| .idea/ | ||
| *.iml | ||
| *.code-workspace | ||
| *.sublime-project | ||
| *.sublime-workspace | ||
| .history/ | ||
| .ionide/ | ||
|
|
||
| # Logs | ||
| logs | ||
| *.log | ||
| npm-debug.log* | ||
| yarn-debug.log* | ||
| yarn-error.log* | ||
| lerna-debug.log* | ||
|
|
||
| # Diagnostic reports (https://nodejs.org/api/report.html) | ||
| report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json | ||
|
|
||
| # Runtime data | ||
| pids | ||
| *.pid | ||
| *.seed | ||
| *.pid.lock | ||
|
|
||
| # Directory for instrumented libs generated by jscoverage/JSCover | ||
| lib-cov | ||
|
|
||
| # Coverage directory used by tools like istanbul | ||
| coverage | ||
| *.lcov | ||
|
|
||
| # nyc test coverage | ||
| .nyc_output | ||
|
|
||
| # Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) | ||
| .grunt | ||
|
|
||
| # Bower dependency directory (https://bower.io/) | ||
| bower_components | ||
|
|
||
| # node-waf configuration | ||
| .lock-wscript | ||
|
|
||
| # Compiled binary addons (https://nodejs.org/api/addons.html) | ||
| build/Release | ||
|
|
||
| # Dependency directories | ||
| node_modules/ | ||
| jspm_packages/ | ||
|
|
||
| # Snowpack dependency directory (https://snowpack.dev/) | ||
| web_modules/ | ||
|
|
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| # TypeScript cache | ||
| *.tsbuildinfo | ||
|
|
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| # Optional npm cache directory | ||
| .npm | ||
|
|
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| # Optional eslint cache | ||
| .eslintcache | ||
|
|
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| # Optional stylelint cache | ||
| .stylelintcache | ||
|
|
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| # Optional REPL history | ||
| .node_repl_history | ||
|
|
||
| # Output of 'npm pack' | ||
| *.tgz | ||
|
|
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| # Yarn Integrity file | ||
| .yarn-integrity | ||
|
|
||
| # dotenv environment variable files | ||
| .env | ||
| .env.* | ||
| !.env.example | ||
|
|
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| # parcel-bundler cache (https://parceljs.org/) | ||
| .cache | ||
| .parcel-cache | ||
|
|
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| # Next.js build output | ||
| .next | ||
| out | ||
|
|
||
| # Nuxt.js build / generate output | ||
| .nuxt | ||
| dist | ||
|
|
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| # Gatsby files | ||
| .cache/ | ||
| # Comment in the public line in if your project uses Gatsby and not Next.js | ||
| # https://nextjs.org/blog/next-9-1#public-directory-support | ||
| # public | ||
|
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| # vuepress build output | ||
| .vuepress/dist | ||
|
|
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| # vuepress v2.x temp and cache directory | ||
| .temp | ||
| .cache | ||
|
|
||
| # Sveltekit cache directory | ||
| .svelte-kit/ | ||
|
|
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| # vitepress build output | ||
| **/.vitepress/dist | ||
|
|
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| # vitepress cache directory | ||
| **/.vitepress/cache | ||
|
|
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| # Docusaurus cache and generated files | ||
| .docusaurus | ||
|
|
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| # Serverless directories | ||
| .serverless/ | ||
|
|
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| # FuseBox cache | ||
| .fusebox/ | ||
|
|
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| # DynamoDB Local files | ||
| .dynamodb/ | ||
|
|
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| # Firebase cache directory | ||
| .firebase/ | ||
|
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| # TernJS port file | ||
| .tern-port | ||
|
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| # Stores VSCode versions used for testing VSCode extensions | ||
| .vscode-test | ||
|
|
||
| # yarn v3 | ||
| .pnp.* | ||
| .yarn/* | ||
| !.yarn/patches | ||
| !.yarn/plugins | ||
| !.yarn/releases | ||
| !.yarn/sdks | ||
| !.yarn/versions | ||
|
|
||
| # Vite logs files | ||
| vite.config.js.timestamp-* | ||
| vite.config.ts.timestamp-* | ||
|
|
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is this supposed to be in the notebook? As your missing question is here and not in the notebook :)